Lab courses can help you learn experimental design, data collection techniques, statistical analysis, and safety protocols. You can build skills in critical thinking, problem-solving, and precise documentation practices. Many courses introduce tools like laboratory software, data analysis programs, and equipment for conducting experiments, that support analyzing results and drawing conclusions.

Skills you'll gain: Cloud Management, Google Cloud Platform, Operational Databases, Data Management, Database Management, NoSQL, Data Storage Technologies, Capacity Management, Data Integrity, System Monitoring, Disaster Recovery, Scalability
Beginner · Project · Less Than 2 Hours

Packt
Skills you'll gain: System Requirements, Virtual Networking, Network Architecture, ESXi Installation, Ubuntu, Virtual Machines, Remote Access Systems, Package and Software Management, Patch Management, Servers
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: OAuth, Authentications, Cloud Security, Authorization (Computing), Identity and Access Management, Google Cloud Platform, Cloud Management, Proxy Servers
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative AI, Generative Model Architectures, Machine Learning Methods, Applied Machine Learning, Model Training, Natural Language Processing
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Predictive Modeling, Data Preprocessing, Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, Machine Learning Software, Machine Learning Methods, Object Oriented Design, Data Wrangling, Game Design, Data Science, Data Import/Export, Development Environment
Intermediate · Course · 3 - 6 Months

Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Generative AI, Virtual Networking, AI Workflows, General Networking, Network Architecture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Workspace, Virtual Machines, Computing Platforms, Self Service Technologies, Cloud Computing, Application Deployment, System Configuration, Display Devices
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Query Languages, Performance Tuning, Test Execution Engine, PostgreSQL, Test Data, Database Systems, Database Management, Database Architecture and Administration
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Model Training, Benchmarking, Decision Intelligence, Resource Utilization, Cost Estimation, Resource Consumption Accounting, Memory Management, Run Chart, Analysis, Cost Management
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Pipelines, Data Processing, Data Store, Machine Learning Methods, Keras (Neural Network Library), Data Transformation, Model Evaluation, Applied Machine Learning, Machine Learning, Statistical Methods
Intermediate · Course · 1 - 3 Months

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Team Collaboration, Climate Change Adaptation, Collaboration, Climate Change Programs, Emotional Intelligence, Empathy & Emotional Intelligence, Nutrition and Diet, Data Management, Adaptability, Nutritional Assessment, Performance Analysis, Leadership, AI Integrations, Sustainable Design, Athletic Training, Exercise Science, AI Personalization, Meal Planning And Preparation, Technology Solutions, Health Technology
Beginner · Course · 1 - 4 Weeks